These data comes from the website : Twitchtracker
Let’s first load the dataset :
#> Avg_concur_viewers Avg_concur_channels Hours_watched
#> Min. : 77764 Min. : 1985 Min. : 55900000
#> 1st Qu.: 387919 1st Qu.: 9990 1st Qu.: 279500000
#> Median : 645791 Median : 20390 Median : 480000000
#> Mean : 813687 Mean : 29524 Mean : 592429293
#> 3rd Qu.:1148219 3rd Qu.: 44756 3rd Qu.: 854500000
#> Max. :2490726 Max. :104264 Max. :1792000000
#>
#> Active_streamers Hours_streamed Viewers_per_streamer
#> Min. :1533653 Min. : 1426223 Min. :2208134307
#> 1st Qu.:1908085 1st Qu.: 7227949 1st Qu.:2637873098
#> Median :2973666 Median :14914800 Median :3097869315
#> Mean :3327460 Mean :21512280 Mean :3246011118
#> 3rd Qu.:3843472 3rd Qu.:32793120 3rd Qu.:3825273588
#> Max. :7844426 Max. :74670816 Max. :4980104765
#> NA's :40
| Date | Avg_concur_viewers | Avg_concur_channels | Hours_watched | Active_streamers | Hours_streamed | Viewers_per_streamer |
|---|---|---|---|---|---|---|
| 2020-11-20 | 2490726 | 104264 | 1734000000 | NA | 72567744 | 2389491397 |
| 2020-10-20 | 2385206 | 95074 | 1774000000 | 7844426 | 70719210 | 2508512185 |
| 2020-09-20 | 2202200 | 91861 | 1586000000 | 7461252 | 66139920 | 2397946656 |
| 2020-08-20 | 2178080 | 96309 | 1620000000 | 7709990 | 71653896 | 2260867992 |
| 2020-07-20 | 2115411 | 95809 | 1574000000 | 7463817 | 71281896 | 2208134307 |
| 2020-06-20 | 2262771 | 93932 | 1629000000 | 7158730 | 67631040 | 2408657327 |
| 2020-05-20 | 2359765 | 100364 | 1756000000 | 7398081 | 74670816 | 2351655029 |
| 2020-04-20 | 2488881 | 93750 | 1792000000 | 7213644 | 67500000 | 2654814815 |
| 2020-03-20 | 1638049 | 66011 | 1219000000 | 5080031 | 49112184 | 2482072473 |
| 2020-02-20 | 1410516 | 53816 | 982000000 | 3753539 | 37455936 | 2621747325 |
| 2020-01-20 | 1357375 | 52821 | 1010000000 | 3935308 | 39298824 | 2570051460 |
| 2019-12-20 | 1184935 | 45633 | 882000000 | 3353608 | 33950952 | 2597865297 |
| 2019-11-20 | 1222247 | 45644 | 880000000 | 3198707 | 32863680 | 2677728118 |
| 2019-10-20 | 1212368 | 45179 | 902000000 | 2973666 | 33613176 | 2683471505 |
| 2019-09-20 | 1219579 | 46184 | 878000000 | 2942889 | 33252480 | 2640404565 |
| 2019-08-20 | 1342856 | 48447 | 999000000 | 3188759 | 36044568 | 2771568798 |
| 2019-07-20 | 1232595 | 48055 | 917000000 | 3355426 | 35752920 | 2564825474 |
| 2019-06-20 | 1304579 | 47898 | 939000000 | 3396947 | 34486560 | 2722799839 |
| 2019-05-20 | 1262560 | 48294 | 939000000 | 3933404 | 35930736 | 2613361441 |
| 2019-04-20 | 1234112 | 51261 | 889000000 | 4184467 | 36907920 | 2408697103 |
| 2019-03-20 | 1274016 | 54953 | 948000000 | 4389867 | 40885032 | 2318696974 |
| 2019-02-20 | 1311897 | 56295 | 882000000 | 4205001 | 37830240 | 2331468159 |
| 2019-01-20 | 1275970 | 55790 | 949000000 | 4537807 | 41507760 | 2286319474 |
| 2018-12-20 | 1136970 | 48134 | 846000000 | 4122463 | 35811696 | 2362356700 |
| 2018-11-20 | 1202989 | 45448 | 866000000 | 3743470 | 32722560 | 2646492206 |
| 2018-10-20 | 1146076 | 43505 | 853000000 | 3646616 | 32367720 | 2635341630 |
| 2018-09-20 | 1132031 | 44195 | 815000000 | 3670836 | 31820400 | 2561250016 |
| 2018-08-20 | 1150362 | 44333 | 856000000 | 3712170 | 32983752 | 2595217185 |
| 2018-07-20 | 1069217 | 41605 | 795000000 | 2957895 | 30954120 | 2568317239 |
| 2018-06-20 | 1095605 | 39701 | 789000000 | 3153852 | 28584720 | 2760215948 |
| 2018-05-20 | 1024179 | 38701 | 762000000 | 3062437 | 28793544 | 2646426574 |
| 2018-04-20 | 1013037 | 39451 | 729000000 | 3315212 | 28404720 | 2566474868 |
| 2018-03-20 | 969647 | 38946 | 721000000 | 3695563 | 28975824 | 2488281265 |
| 2018-02-20 | 915860 | 35502 | 615000000 | 2890347 | 23857344 | 2577822577 |
| 2018-01-20 | 967916 | 33546 | 720000000 | 2969173 | 24958224 | 2884820651 |
| 2017-12-20 | 780276 | 28613 | 581000000 | 2460341 | 21288072 | 2729227898 |
| 2017-11-20 | 800139 | 26766 | 576000000 | 2115552 | 19271520 | 2988866472 |
| 2017-10-20 | 786615 | 25697 | 585000000 | 2048513 | 19118568 | 3059852600 |
| 2017-09-20 | 732925 | 25014 | 528000000 | 1950271 | 18010080 | 2931691586 |
| 2017-08-20 | 717126 | 24683 | 534000000 | 2142869 | 18364152 | 2907839142 |
| 2017-07-20 | 761585 | 25775 | 567000000 | 2386623 | 19176600 | 2956728513 |
| 2017-06-20 | 709453 | 23385 | 511000000 | 1921765 | 16837200 | 3034946428 |
| 2017-05-20 | 681177 | 22334 | 507000000 | 1804282 | 16616496 | 3051184799 |
| 2017-04-20 | 743599 | 22055 | 535000000 | 1804061 | 15879600 | 3369102496 |
| 2017-03-20 | 693883 | 23070 | 516000000 | 1953138 | 17164080 | 3006278228 |
| 2017-02-20 | 744912 | 24189 | 501000000 | 1894405 | 16255008 | 3082127059 |
| 2017-01-20 | 811303 | 24140 | 604000000 | 1942933 | 17960160 | 3362998993 |
| 2016-12-20 | 658856 | 22266 | 490000000 | 1850334 | 16565904 | 2957882649 |
| 2016-11-20 | 624944 | 20715 | 450000000 | NA | 14914800 | 3017137340 |
| 2016-10-20 | 609294 | 19222 | 453000000 | NA | 14301168 | 3167573446 |
| 2016-09-20 | 534937 | 17848 | 385000000 | NA | 12850560 | 2995978385 |
| 2016-08-20 | 513664 | 16574 | 382000000 | NA | 12331056 | 3097869315 |
| 2016-07-20 | 599804 | 18007 | 446000000 | NA | 13397208 | 3329051844 |
| 2016-06-20 | 620227 | 18795 | 447000000 | NA | 13532400 | 3303183471 |
| 2016-05-20 | 604568 | 19369 | 450000000 | NA | 14410536 | 3122715213 |
| 2016-04-20 | 525828 | 16786 | 379000000 | NA | 12085920 | 3135880429 |
| 2016-03-20 | 658941 | 20238 | 490000000 | NA | 15057072 | 3254284764 |
| 2016-02-20 | 634183 | 20390 | 441000000 | NA | 14191440 | 3107507061 |
| 2016-01-20 | 645791 | 20045 | 480000000 | NA | 14913480 | 3218564681 |
| 2015-12-20 | 546688 | 17519 | 407000000 | 1872032 | 13034136 | 3122569843 |
| 2015-11-20 | 584254 | 17728 | 421000000 | 2113999 | 12764160 | 3298297734 |
| 2015-10-20 | 589846 | 15621 | 439000000 | 1678050 | 11622024 | 3777311078 |
| 2015-09-20 | 507415 | 16758 | 365000000 | 1793262 | 12065760 | 3025089178 |
| 2015-08-20 | 600036 | 17570 | 446000000 | 1816317 | 13072080 | 3411851825 |
| 2015-07-20 | 551280 | 16418 | 410000000 | 1677091 | 12214992 | 3356531056 |
| 2015-06-20 | 519908 | 15329 | 374000000 | 1591172 | 11036880 | 3388638818 |
| 2015-05-20 | 520005 | 15147 | 387000000 | 1599500 | 11269368 | 3434087874 |
| 2015-04-20 | 503592 | 14578 | 363000000 | 1538170 | 10496160 | 3458407646 |
| 2015-03-20 | 526885 | 14762 | 392000000 | 1567997 | 10982928 | 3569175724 |
| 2015-02-20 | 516474 | 15414 | 347000000 | 1644386 | 10358208 | 3350000309 |
| 2015-01-20 | 498183 | 14256 | 371000000 | 1533653 | 10606464 | 3497866961 |
| 2014-12-20 | 396091 | 11512 | 295000000 | NA | 8564928 | 3444278808 |
| 2014-11-20 | 392880 | 11206 | 283000000 | NA | 8068320 | 3507545561 |
| 2014-10-20 | 380596 | 9974 | 242000000 | NA | 6335152 | 3819955701 |
| 2014-09-20 | 383571 | 9752 | 276000000 | NA | 7021440 | 3930817610 |
| 2014-08-20 | 392267 | 10006 | 291000000 | NA | 7434458 | 3914205985 |
| 2014-07-20 | 364081 | 9183 | 271000000 | NA | 6832152 | 3966539386 |
| 2014-06-20 | 353086 | 8317 | 254000000 | NA | 5988240 | 4241646961 |
| 2014-05-20 | 330605 | 8209 | 246000000 | NA | 6107496 | 4027837268 |
| 2014-04-20 | 311146 | 7783 | 224000000 | NA | 5603760 | 3997316088 |
| 2014-03-20 | 310824 | 8104 | 186000000 | NA | 4855647 | 3830591474 |
| 2014-02-20 | 302944 | 7166 | 204000000 | NA | 4815552 | 4236274471 |
| 2014-01-20 | 290265 | 6901 | 216000000 | NA | 5128593 | 4211681449 |
| 2013-12-20 | 252400 | 6573 | 188000000 | NA | 4890312 | 3844335494 |
| 2013-11-20 | 260900 | 6038 | 188000000 | NA | 4347360 | 4324463582 |
| 2013-10-20 | 213960 | 5501 | 159000000 | NA | 4092744 | 3884924149 |
| 2013-09-20 | 215156 | 5224 | 155000000 | NA | 3761280 | 4120937553 |
| 2013-08-20 | 225496 | 5515 | 168000000 | NA | 4103160 | 4094405288 |
| 2013-07-20 | 214278 | 5111 | 159000000 | NA | 3802584 | 4181367197 |
| 2013-06-20 | 219716 | 4603 | 105000000 | NA | 2189494 | 4795628579 |
| 2013-05-20 | 195712 | 4550 | 136000000 | NA | 3161492 | 4301766381 |
| 2013-04-20 | 191545 | 4432 | 138000000 | NA | 3191040 | 4324608905 |
| 2013-03-20 | 187833 | 4224 | 140000000 | NA | 3142656 | 4454830564 |
| 2013-02-20 | 165245 | 3512 | 111000000 | NA | 2360064 | 4703262284 |
| 2013-01-20 | 147967 | 3016 | 110000000 | NA | 2243904 | 4902170503 |
| 2012-12-20 | 120658 | 2457 | 89800000 | NA | 1828008 | 4912451149 |
| 2012-11-20 | 109818 | 2206 | 79100000 | NA | 1588320 | 4980104765 |
| 2012-10-20 | 99044 | 2047 | 73700000 | NA | 1522968 | 4839234968 |
| 2012-09-20 | 77764 | 1985 | 55900000 | NA | 1426223 | 3919443173 |
#> missing %
#> Active_streamers 40 40
#> Date 0 0
#> Avg_concur_viewers 0 0
#> Avg_concur_channels 0 0
#> Hours_watched 0 0
#> Hours_streamed 0 0
#> Viewers_per_streamer 0 0
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We can see that these data consist of 99 observations of 7 attributes.
Date : month in which the data applyAvg_concur_viewers : Number of viewers connected in the same time in averageAvg_concur_channels : Number of channels connected in the same time in averageHours_watched (in million) : Total number of hours watched per monthActive_streamers : Total number of active channelsHours_streamed : Total number of hours streamed per monthViewers_per_streamer : Average number of viewers per streamer per month